ec3400: digital signal processing
TRANSCRIPT
EC3400: Digital Signal Processing Course Description
Contact: Prof. Roberto Cristi, Sp 462, tel. (831) 656 2223, [email protected]
Text Book: Roberto Cristi, Modern Digital Signal Processing, Brooks Cole, 2003.
ISBN-13: 978-0534400958, ISBN-10: 0534400957
All Lectures on-Line: http://faculty.nps.edu/rcristi/EC3400online/title/title.htm Other References (not required) :
• Digital Signal Processing, by Proakis and Manolakis, Prentice Hall 2006 (fourth edition);
• Digital Signal Processing by S.K. Mitra, McGraw Hill, 2010 (fourth edition). Course Content: Chapter 1: Review of basic linear systems.
• Fourier Transforms and related properties (material of EC2400, EC2410, given as a convenience to the students. This chapter will not be covered in class). If you like, you can access an online Review for Signals and Systems.
Chapter 2: Discrete Time Processing of Continuous Time Signals • Digital Filtering of Continuous Time Signals; • Quantization Errors;
Chapter 3: Fourier Analysis of Discrete Time Signals • Discrete Time Fourier Transform (DTFT) and Discrete Fourier Transform (DFT):
Definitions and Properties; • DFT for Spectral Estimation; • DFT for Convolution; • DFT/DCT (Discrete Cosine Transform) for Data Compression; • The Fast Fourier Transform (FFT).
Chapter 4: Digital Filters • Ideal vs Non Ideal Filters;
• Finite Impulse Response (FIR) Digital Filters; • Infinite Impulse Response (IIR) Analog and Digital Filters.
Chapter 5: Digital Filters Implementation • State Space Realization; • Robust Implementations.
Chapter 6: Multi Rate Digital Signal Processing: Fundamentals • Downsampling, Upsampling and Samplign Rate Conversion; • Multi Stage / Multi Rate Implementation of Digital Filters; • Efficient Implementation of Multi Rate Systems.
Chapter 7: DFT Filter Banks and Transmultilexers (Subject to Time Availability) • DFT Filter Banks for Signal Decomposition: Decimated and non Decimated; • Applications
Requirements. 2 Midterms, 1 Final (30% each) , Computer Assignments (10%); Homework assigned weekly, not collected (solutions will be posted).